AI & Automation

BYOK AI Enrichment: Cut Your Lead Research Cost by 90%

MSUMSU Digital Studio·August 10, 2026· 6 min read

Most “AI-powered” lead tools resell you tokens at a markup. You pay per credit, per row, per enrichment - and the platform keeps the spread. DataMint takes the opposite bet: bring your own keys (OpenAI, Serper, Reoon) and pay cost.

What enrichment actually costs

Enriching one row - finding a contact email, detecting phone type, scoring intent - typically takes a small model a few thousand tokens. At raw API pricing that is a fraction of a cent.

ModelTypical per-row cost10,000 rows
Credit-based SaaS$0.05 - $0.25$500 - $2,500
DataMint + your key~$0.001~$10

The markup is the product. Remove it and enrichment stops being a budget decision.

#Column prompts: enrichment you can read

DataMint’s enrichment agent works on your column references. Type a prompt like:

Prompt / Code
#Website → find the best contact email and note the source page

and the agent crawls, reasons, and writes results per row - showing its work in a reasoning trace you can audit. No black boxes.

Why we chose BYOK

  • Cost control - you see every cent of spend in your own provider dashboard
  • Model freedom - upgrade or swap models the day better ones ship
  • Privacy - your prompts and rows go from your machine to your provider, not through our servers

Bring your keys once, and every enrichment run prices at cost - forever.

Turn this playbook into pipeline

Scrape, verify and enrich leads from Google Maps, Facebook & directories all from your browser.

  • Google Maps & Facebook Scraping
  • Email Verification (SMTP + MX)
  • AI Enrichment with BYOK Keys
  • Smart Data Table & CSV Export